Nature Inspired Cooperative Strategies For Optimization Nicso 2013

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Nature Inspired Cooperative Strategies for Optimization (NICSO 2013)

German Terrazas,Fernando E. B. Otero,Antonio D. Masegosa
Nature Inspired Cooperative Strategies for Optimization NICSO 2013 Book PDF

Author : German Terrazas,Fernando E. B. Otero,Antonio D. Masegosa
Publisher : Springer
Page : 355 pages
File Size : 49,8 Mb
Release : 2013-08-15
Category : Technology & Engineering
ISBN : 9783319016924

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Nature Inspired Cooperative Strategies for Optimization (NICSO 2013) by German Terrazas,Fernando E. B. Otero,Antonio D. Masegosa Pdf

Biological and other natural processes have always been a source of inspiration for computer science and information technology. Many emerging problem solving techniques integrate advanced evolution and cooperation strategies, encompassing a range of spatio-temporal scales for visionary conceptualization of evolutionary computation. This book is a collection of research works presented in the VI International Workshop on Nature Inspired Cooperative Strategies for Optimization (NICSO) held in Canterbury, UK. Previous editions of NICSO were held in Granada, Spain (2006 & 2010), Acireale, Italy (2007), Tenerife, Spain (2008), and Cluj-Napoca, Romania (2011). NICSO 2013 and this book provides a place where state-of-the-art research, latest ideas and emerging areas of nature inspired cooperative strategies for problem solving are vigorously discussed and exchanged among the scientific community. The breadth and variety of articles in this book report on nature inspired methods and applications such as Swarm Intelligence, Hyper-heuristics, Evolutionary Algorithms, Cellular Automata, Artificial Bee Colony, Dynamic Optimization, Support Vector Machines, Multi-Agent Systems, Ant Clustering, Evolutionary Design Optimisation, Game Theory and other several Cooperation Models.

Harmony Search and Nature Inspired Optimization Algorithms

Neha Yadav,Anupam Yadav,Jagdish Chand Bansal,Kusum Deep,Joong Hoon Kim
Harmony Search and Nature Inspired Optimization Algorithms Book PDF

Author : Neha Yadav,Anupam Yadav,Jagdish Chand Bansal,Kusum Deep,Joong Hoon Kim
Publisher : Springer
Page : 1238 pages
File Size : 53,8 Mb
Release : 2018-08-23
Category : Technology & Engineering
ISBN : 9789811307614

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Harmony Search and Nature Inspired Optimization Algorithms by Neha Yadav,Anupam Yadav,Jagdish Chand Bansal,Kusum Deep,Joong Hoon Kim Pdf

The book covers different aspects of real-world applications of optimization algorithms. It provides insights from the Fourth International Conference on Harmony Search, Soft Computing and Applications held at BML Munjal University, Gurgaon, India on February 7–9, 2018. It consists of research articles on novel and newly proposed optimization algorithms; the theoretical study of nature-inspired optimization algorithms; numerically established results of nature-inspired optimization algorithms; and real-world applications of optimization algorithms and synthetic benchmarking of optimization algorithms.

Nature-Inspired Intelligent Computing Techniques in Bioinformatics

Khalid Raza
Nature Inspired Intelligent Computing Techniques in Bioinformatics Book PDF

Author : Khalid Raza
Publisher : Springer Nature
Page : 340 pages
File Size : 46,5 Mb
Release : 2022-10-31
Category : Technology & Engineering
ISBN : 9789811963797

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Nature-Inspired Intelligent Computing Techniques in Bioinformatics by Khalid Raza Pdf

This book encapsulates and occupies recent advances and state-of-the-art applications of nature-inspired computing (NIC) techniques in the field of bioinformatics and computational biology, which would aid medical sciences in various clinical applications. This edited volume covers fundamental applications, scope, and future perspectives of NIC techniques in bioinformatics including genomic profiling, gene expression data classification, DNA computation, systems and network biology, solving personalized therapy complications, antimicrobial resistance in bacterial pathogens, and computer-aided drug design, discovery, and therapeutics. It also covers the role of NIC techniques in various diseases and disorders, including cancer detection and diagnosis, breast cancer, lung disorder detection, disease biomarkers, and potential therapeutics identifications.

Optimizing Engineering Problems through Heuristic Techniques

Kaushik Kumar,Divya Zindani,J. Paulo Davim
Optimizing Engineering Problems through Heuristic Techniques Book PDF

Author : Kaushik Kumar,Divya Zindani,J. Paulo Davim
Publisher : CRC Press
Page : 138 pages
File Size : 41,6 Mb
Release : 2019-12-06
Category : Computers
ISBN : 9781351049573

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Optimizing Engineering Problems through Heuristic Techniques by Kaushik Kumar,Divya Zindani,J. Paulo Davim Pdf

This book will cover heuristic optimization techniques and applications in engineering problems. The book will be divided into three sections that will provide coverage of the techniques, which can be employed by engineers, researchers, and manufacturing industries, to improve their productivity with the sole motive of socio-economic development. This will be the first book in the category of heuristic techniques with relevance to engineering problems and achieving optimal solutions. Features Explains the concept of optimization and the relevance of using heuristic techniques for optimal solutions in engineering problems Illustrates the various heuristics techniques Describes evolutionary heuristic techniques like genetic algorithm and particle swarm optimization Contains natural based techniques like ant colony optimization, bee algorithm, firefly optimization, and cuckoo search Offers sample problems and their optimization, using various heuristic techniques

Discrete Problems in Nature Inspired Algorithms

Anupam Prof. Shukla,Ritu Tiwari
Discrete Problems in Nature Inspired Algorithms Book PDF

Author : Anupam Prof. Shukla,Ritu Tiwari
Publisher : CRC Press
Page : 310 pages
File Size : 45,8 Mb
Release : 2017-12-15
Category : Computers
ISBN : 9781351260879

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Discrete Problems in Nature Inspired Algorithms by Anupam Prof. Shukla,Ritu Tiwari Pdf

This book includes introduction of several algorithms which are exclusively for graph based problems, namely combinatorial optimization problems, path formation problems, etc. Each chapter includes the introduction of the basic traditional nature inspired algorithm and discussion of the modified version for discrete algorithms including problems pertaining to discussed algorithms.

Networks and Communications (NetCom2013)

Natarajan Meghanathan,Dhinaharan Nagamalai,Sanguthevar Rajasekaran
Networks and Communications NetCom2013 Book PDF

Author : Natarajan Meghanathan,Dhinaharan Nagamalai,Sanguthevar Rajasekaran
Publisher : Springer Science & Business Media
Page : 335 pages
File Size : 43,5 Mb
Release : 2014-02-05
Category : Technology & Engineering
ISBN : 9783319036922

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Networks and Communications (NetCom2013) by Natarajan Meghanathan,Dhinaharan Nagamalai,Sanguthevar Rajasekaran Pdf

This book covers theory, methodology and applications of computer networks, network protocols and wireless networks, data communication technologies, and network security. The book is based on the proceedings from the Fifth International Conference on Networks & Communications (NetCom). The proceedings will feature peer-reviewed papers that illustrate research results, projects, surveys and industrial experiences that describe significant advances in the diverse areas of computer networks & communications.

Nature-Inspired Algorithms and Applied Optimization

Xin-She Yang
Nature Inspired Algorithms and Applied Optimization Book PDF

Author : Xin-She Yang
Publisher : Springer
Page : 330 pages
File Size : 52,9 Mb
Release : 2017-10-08
Category : Technology & Engineering
ISBN : 9783319676692

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Nature-Inspired Algorithms and Applied Optimization by Xin-She Yang Pdf

This book reviews the state-of-the-art developments in nature-inspired algorithms and their applications in various disciplines, ranging from feature selection and engineering design optimization to scheduling and vehicle routing. It introduces each algorithm and its implementation with case studies as well as extensive literature reviews, and also includes self-contained chapters featuring theoretical analyses, such as convergence analysis and no-free-lunch theorems so as to provide insights into the current nature-inspired optimization algorithms. Topics include ant colony optimization, the bat algorithm, B-spline curve fitting, cuckoo search, feature selection, economic load dispatch, the firefly algorithm, the flower pollination algorithm, knapsack problem, octonian and quaternion representations, particle swarm optimization, scheduling, wireless networks, vehicle routing with time windows, and maximally different alternatives. This timely book serves as a practical guide and reference resource for students, researchers and professionals.

Applications of Flower Pollination Algorithm and its Variants

Nilanjan Dey
Applications of Flower Pollination Algorithm and its Variants Book PDF

Author : Nilanjan Dey
Publisher : Springer Nature
Page : 239 pages
File Size : 51,7 Mb
Release : 2021-03-17
Category : Technology & Engineering
ISBN : 9789813361041

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Applications of Flower Pollination Algorithm and its Variants by Nilanjan Dey Pdf

This book presents essential concepts of traditional Flower Pollination Algorithm (FPA) and its recent variants and also its application to find optimal solution for a variety of real-world engineering and medical problems. Swarm intelligence-based meta-heuristic algorithms are extensively implemented to solve a variety of real-world optimization problems due to its adaptability and robustness. FPA is one of the most successful swarm intelligence procedures developed in 2012 and extensively used in various optimization tasks for more than a decade. The mathematical model of FPA is quite straightforward and easy to understand and enhance, compared to other swarm approaches. Hence, FPA has attracted attention of researchers, who are working to find the optimal solutions in variety of domains, such as N-dimensional numerical optimization, constrained/unconstrained optimization, and linear/nonlinear optimization problems. Along with the traditional bat algorithm, the enhanced versions of FPA are also considered to solve a variety of optimization problems in science, engineering, and medical applications.

Decision Tree and Ensemble Learning Based on Ant Colony Optimization

Jan Kozak
Decision Tree and Ensemble Learning Based on Ant Colony Optimization Book PDF

Author : Jan Kozak
Publisher : Springer
Page : 159 pages
File Size : 43,7 Mb
Release : 2018-06-20
Category : Technology & Engineering
ISBN : 9783319937526

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Decision Tree and Ensemble Learning Based on Ant Colony Optimization by Jan Kozak Pdf

This book not only discusses the important topics in the area of machine learning and combinatorial optimization, it also combines them into one. This was decisive for choosing the material to be included in the book and determining its order of presentation. Decision trees are a popular method of classification as well as of knowledge representation. At the same time, they are easy to implement as the building blocks of an ensemble of classifiers. Admittedly, however, the task of constructing a near-optimal decision tree is a very complex process. The good results typically achieved by the ant colony optimization algorithms when dealing with combinatorial optimization problems suggest the possibility of also using that approach for effectively constructing decision trees. The underlying rationale is that both problem classes can be presented as graphs. This fact leads to option of considering a larger spectrum of solutions than those based on the heuristic. Moreover, ant colony optimization algorithms can be used to advantage when building ensembles of classifiers. This book is a combination of a research monograph and a textbook. It can be used in graduate courses, but is also of interest to researchers, both specialists in machine learning and those applying machine learning methods to cope with problems from any field of R&D.

Nature-Inspired Computation in Engineering

Xin-She Yang
Nature Inspired Computation in Engineering Book PDF

Author : Xin-She Yang
Publisher : Springer
Page : 276 pages
File Size : 45,9 Mb
Release : 2016-03-19
Category : Technology & Engineering
ISBN : 9783319302355

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Nature-Inspired Computation in Engineering by Xin-She Yang Pdf

This timely review book summarizes the state-of-the-art developments in nature-inspired optimization algorithms and their applications in engineering. Algorithms and topics include the overview and history of nature-inspired algorithms, discrete firefly algorithm, discrete cuckoo search, plant propagation algorithm, parameter-free bat algorithm, gravitational search, biogeography-based algorithm, differential evolution, particle swarm optimization and others. Applications include vehicle routing, swarming robots, discrete and combinatorial optimization, clustering of wireless sensor networks, cell formation, economic load dispatch, metamodeling, surrogated-assisted cooperative co-evolution, data fitting and reverse engineering as well as other case studies in engineering. This book will be an ideal reference for researchers, lecturers, graduates and engineers who are interested in nature-inspired computation, artificial intelligence and computational intelligence. It can also serve as a reference for relevant courses in computer science, artificial intelligence and machine learning, natural computation, engineering optimization and data mining.

Engineering Applications of Neural Networks

Giacomo Boracchi,Lazaros Iliadis,Chrisina Jayne,Aristidis Likas
Engineering Applications of Neural Networks Book PDF

Author : Giacomo Boracchi,Lazaros Iliadis,Chrisina Jayne,Aristidis Likas
Publisher : Springer
Page : 737 pages
File Size : 48,6 Mb
Release : 2017-07-30
Category : Computers
ISBN : 9783319651729

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Engineering Applications of Neural Networks by Giacomo Boracchi,Lazaros Iliadis,Chrisina Jayne,Aristidis Likas Pdf

This book constitutes the refereed proceedings of the 18th International Conference on Engineering Applications of Neural Networks, EANN 2017, held in Athens, Greece, in August 2017. The 40 revised full papers and 5 revised short papers presented were carefully reviewed and selected from 83 submissions. The papers cover the topics of deep learning, convolutional neural networks, image processing, pattern recognition, recommendation systems, machine learning, and applications of Artificial Neural Networks (ANN) applications in engineering, 5G telecommunication networks, and audio signal processing. The volume also includes papers presented at the 6th Mining Humanistic Data Workshop (MHDW 2017) and the 2nd Workshop on 5G-Putting Intelligence to the Network Edge (5G-PINE).

The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019)

Aboul Ella Hassanien,Ahmad Taher Azar,Tarek Gaber,Roheet Bhatnagar,Mohamed F. Tolba
The International Conference on Advanced Machine Learning Technologies and Applications AMLTA2019 Book PDF

Author : Aboul Ella Hassanien,Ahmad Taher Azar,Tarek Gaber,Roheet Bhatnagar,Mohamed F. Tolba
Publisher : Springer
Page : 960 pages
File Size : 42,6 Mb
Release : 2019-03-16
Category : Technology & Engineering
ISBN : 9783030141189

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The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019) by Aboul Ella Hassanien,Ahmad Taher Azar,Tarek Gaber,Roheet Bhatnagar,Mohamed F. Tolba Pdf

This book presents the peer-reviewed proceedings of the 4th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2019), held in Cairo, Egypt, on March 28–30, 2019, and organized by the Scientific Research Group in Egypt (SRGE). The papers cover the latest research on machine learning, deep learning, biomedical engineering, control and chaotic systems, text mining, summarization and language identification, machine learning in image processing, renewable energy, cyber security, and intelligence swarms and optimization.

Advances in Swarm Intelligence

Ying Tan,Yuhui Shi
Advances in Swarm Intelligence Book PDF

Author : Ying Tan,Yuhui Shi
Publisher : Springer Nature
Page : 586 pages
File Size : 52,6 Mb
Release : 2021-07-07
Category : Computers
ISBN : 9783030787431

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Advances in Swarm Intelligence by Ying Tan,Yuhui Shi Pdf

his two-volume set LNCS 12689-12690 constitutes the refereed proceedings of the 12th International Conference on Advances in Swarm Intelligence, ICSI 2021, held in Qingdao, China, in July 2021. The 104 full papers presented in this volume were carefully reviewed and selected from 177 submissions. They cover topics such as: Swarm Intelligence and Nature-Inspired Computing; Swarm-based Computing Algorithms for Optimization; Particle Swarm Optimization; Ant Colony Optimization; Differential Evolution; Genetic Algorithm and Evolutionary Computation; Fireworks Algorithms; Brain Storm Optimization Algorithm; Bacterial Foraging Optimization Algorithm; DNA Computing Methods; Multi-Objective Optimization; Swarm Robotics and Multi-Agent System; UAV Cooperation and Control; Machine Learning; Data Mining; and Other Applications.

Information and Communication Technology for Intelligent Systems (ICTIS 2017) - Volume 2

Suresh Chandra Satapathy,Amit Joshi
Information and Communication Technology for Intelligent Systems ICTIS 2017 Volume 2 Book PDF

Author : Suresh Chandra Satapathy,Amit Joshi
Publisher : Springer
Page : 666 pages
File Size : 42,8 Mb
Release : 2017-08-16
Category : Technology & Engineering
ISBN : 9783319636450

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Information and Communication Technology for Intelligent Systems (ICTIS 2017) - Volume 2 by Suresh Chandra Satapathy,Amit Joshi Pdf

This volume includes 73 papers presented at ICTIS 2017: Second International Conference on Information and Communication Technology for Intelligent Systems. The conference was held on 25th and 26th March 2017, in Ahmedabad, India and organized jointly by the Associated Chambers of Commerce and Industry of India (ASSOCHAM) Gujarat Chapter, the G R Foundation, the Association of Computer Machinery, Ahmedabad Chapter and supported by the Computer Society of India Division IV – Communication and Division V – Education and Research. The papers featured mainly focus on information and communications technology (ICT) and its applications in intelligent computing, cloud storage, data mining and software analysis. The fundamentals of various data analytics and algorithms discussed are useful to researchers in the fiel d.

100 Optimization Techniques

Subrata Pandey
100 Optimization Techniques Book PDF

Author : Subrata Pandey
Publisher : SUBRATA PANDEY
Page : 103 pages
File Size : 40,8 Mb
Release : 2023-02-23
Category : Technology & Engineering
ISBN : 8210379456XXX

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100 Optimization Techniques by Subrata Pandey Pdf

100 optimization techniques is intended as a handbook for optimization techniques. Optimization techniques and algorithms are methods used to find the most efficient solution to a problem. Different techniques and algorithms may be used to solve a particular problem, depending on the nature of the problem. Researchers from varieties of domains are using optimization algorithms to solve problems in their domain. Different optimization techniques have their pros and cons. This book serves as a handbook for researchers who wants to know about different optimization methods currently available and their operating principles. One hundred optimization techniques are arranged in an alphabetical order. Researchers and students who want to use different optimization techniques for solving their domain related problems will find this book helpful.